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Data Science Expert
2 weeks ago
FIRSTSOURCE seeks a highly skilled Data Science Expert to join our team. This role involves utilizing data analysis and machine learning techniques to drive business growth in the mortgage industry.
About the Role:
This position requires a strong background in machine learning, deep learning, and NLP. The ideal candidate will have experience with Python and ML frameworks such as TensorFlow or PyTorch. Additionally, proficiency in handling large datasets, feature engineering, and statistical analysis is necessary.
Key Responsibilities:
- Conduct extensive data analysis and preprocessing to ensure data quality and relevance for model training.
- Develop and optimize machine learning algorithms to enhance model performance, accuracy, and efficiency.
- Collaborate with domain experts to incorporate industry knowledge into model development, ensuring outputs are relevant and actionable.
- Identify potential biases in data and models, implementing strategies to mitigate them.
Required Skills:
- Technical Expertise: Strong background in machine learning, deep learning, and NLP.
- NLP Knowledge: Experience with NLP frameworks and libraries (e.g., Hugging Face Transformers) for developing language models.
- Data Handling: Proficiency in handling large datasets, feature engineering, and statistical analysis.
- Problem Solving: Strong analytical skills with the ability to solve complex problems using data-driven approaches.
Preferred Qualifications:
- Educational Background: Master's or Ph.D. in Data Science, Computer Science, Statistics, or a related field.
- Cloud Computing: Familiarity with cloud platforms (e.g., AWS, Azure) for scalable computing solutions.